Triple
T12948784
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nangang District |
E309835
|
entity |
| Predicate | isKnownFor |
P22
|
FINISHED |
| Object |
Taipei Nangang Software Park
Taipei Nangang Software Park is a major high-tech industrial and business hub in Taipei that hosts numerous software, IT, and technology companies.
|
E1011512
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Taipei Nangang Software Park | Statement: [Nangang District, isKnownFor, Taipei Nangang Software Park]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taipei Nangang Software Park Context triple: [Nangang District, isKnownFor, Taipei Nangang Software Park]
-
A.
Hsinchu Science Park
Hsinchu Science Park is a major high-tech industrial park in Taiwan, renowned as a hub for semiconductor and electronics companies and a key driver of the country’s technology industry.
-
B.
New Taipei Industrial Parks
New Taipei Industrial Parks are key industrial zones in New Taipei City that host a concentration of manufacturing and technology-based enterprises supporting the region’s economic development.
-
C.
Shenzhen Software Park
Shenzhen Software Park is a major high-tech and software industry hub in Shenzhen’s Nanshan District, hosting numerous technology companies, startups, and research institutions.
-
D.
Taipei Dome area
The Taipei Dome area is a major urban sports and entertainment district in Taipei centered around the Taipei Dome stadium complex.
-
E.
Cyberport, Hong Kong
Cyberport, Hong Kong is a major technology and digital innovation hub and business park in Hong Kong that hosts startups, tech companies, and creative enterprises.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Taipei Nangang Software Park Triple: [Nangang District, isKnownFor, Taipei Nangang Software Park]
Generated description
Taipei Nangang Software Park is a major high-tech industrial and business hub in Taipei that hosts numerous software, IT, and technology companies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taipei Nangang Software Park Target entity description: Taipei Nangang Software Park is a major high-tech industrial and business hub in Taipei that hosts numerous software, IT, and technology companies.
-
A.
Hsinchu Science Park
Hsinchu Science Park is a major high-tech industrial park in Taiwan, renowned as a hub for semiconductor and electronics companies and a key driver of the country’s technology industry.
-
B.
New Taipei Industrial Parks
New Taipei Industrial Parks are key industrial zones in New Taipei City that host a concentration of manufacturing and technology-based enterprises supporting the region’s economic development.
-
C.
Shenzhen Software Park
Shenzhen Software Park is a major high-tech and software industry hub in Shenzhen’s Nanshan District, hosting numerous technology companies, startups, and research institutions.
-
D.
Taipei Dome area
The Taipei Dome area is a major urban sports and entertainment district in Taipei centered around the Taipei Dome stadium complex.
-
E.
Cyberport, Hong Kong
Cyberport, Hong Kong is a major technology and digital innovation hub and business park in Hong Kong that hosts startups, tech companies, and creative enterprises.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d7bdfb57a88190836b743e2825feca |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d97e1c67b8819094e5243267f93ce2 |
completed | April 10, 2026, 10:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6af7790808190826f98e8aff01523 |
completed | May 3, 2026, 2:14 a.m. |
| NEDg | Description generation | batch_69f6b115720481908796955032043530 |
completed | May 3, 2026, 2:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6b1ea3d288190875888be8356da48 |
completed | May 3, 2026, 2:24 a.m. |
Created at: April 9, 2026, 5:43 p.m.